Multivoxel pattern analysis for fMRI data: a review

DOI10.1155/2012/961257zbMath1261.92032OpenAlexW2154100896WikidataQ26829721 ScholiaQ26829721MaRDI QIDQ1929650

Driss Boussaoud, Andrea Brovelli, Fakhita Regragui, Sylvain Takerkart, Abdelhak Mahmoudi

Publication date: 9 January 2013

Published in: Computational \& Mathematical Methods in Medicine (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2012/961257

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05) Neural biology (92C20) Biomedical imaging and signal processing (92C55)

Uses Software

• LIBSVM
• ElemStatLearn
• PyMVPA

Cites Work

• Support-vector networks
• Comparing Classification Methods for Longitudinal fMRI Studies
• Brain Reading Using Full Brain Support Vector Machines for Object Recognition: There Is No “Face” Identification Area
• Learning Theory
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